In accordance with the requirements of citation databases, proper citation of publications appearing in our Quarterly should include the full name of the journal in Polish and English without Polish diacritical marks, i.e. "Eksploatacja i Niezawodnosc – Maintenance and Reliability".

Task „Implementation of procedures ensuring the originality of scientific papers published in the quarterly „Eksploatacja i Niezawodność – Maintenance and Reliability” financed under contract 532/P-DUN/2018 from the funds of the Minister of Science and Higher Education for science dissemination activities.

Non-intrusive Mechanical Measurement System with Data Mining Support

The paper presents results of some combustion process investigations with applications of Data Mining tools and techniques. For the purpose of future simulation, optimisation or control of the combustion process artificial neural networks and their performance were tested. Phase Doppler Anemometry (PDA) and Particle Image Velocimetry (PIV) droplet size classification and prediction were analysed based on previously proposed model. The data set used for the analysis was measured in a practical combustion burner in our research group. Preliminary results were discussed together with further improvement of previously applied network's performance by its architecture modification.